DEVELOPMENT... OpenML
Run
158598

Run 158598

Task 177 (Supervised Data Stream Classification) BNG(heart-h,nominal,1000000) Uploaded 12-02-2015 by Jason
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Flow

moa.LeveragingBag_SGD(1)Moa implementation of LeveragingBag
moa.SGD(1)_l1.0E-4
moa.SGD(1)_oHINGE
moa.SGD(1)_r1.0E-4
moa.LeveragingBag_SGD(1)_lmoa.classifiers.functions.SGD
moa.LeveragingBag_SGD(1)_s10
moa.LeveragingBag_SGD(1)_w6.0
moa.LeveragingBag_SGD(1)_a0.002
moa.LeveragingBag_SGD(1)_ofalse
moa.LeveragingBag_SGD(1)_mLeveragingBag
moa.LeveragingBag_SGD(1)_r1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.8337
Per class
Confusion matrix
F measure
0.8482
Per class
Kappa
0.676
KB relative information score
831133.349
Mean absolute error
0.0593
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.846
Per class
Predictive accuracy
0.8517
Prior entropy
2.3219
Recall
0.8517
Per class
Relative absolute error
0.1854
Root mean prior squared error
0.4
Root mean squared error
0.2435
Root relative squared error
0.6087